Aleksei Triastcyn

17 papers A* 1A 1Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Differentially private multi-agent constraint optimization. Auton. Agents Multi Agent Syst. Sankarshan Damle, Aleksei Triastcyn, Boi Faltings, Sujit Gujar
2022	A	`conf`	A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings. AAMAS Panayiotis Danassis, Aleksei Triastcyn, Boi Faltings
2022	J	`jnl`	Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees. Algorithms Aleksei Triastcyn, Boi Faltings
2021	J	`jnl`	DP-REC: Private & Communication-Efficient Federated Learning. CoRR Aleksei Triastcyn, Matthias Reisser, Christos Louizos
2021	—	`conf`	Differentially Private Multi-Agent Constraint Optimization. WI/IAT Sankarshan Damle, Aleksei Triastcyn, Boi Faltings, Sujit Gujar
2021	J	`jnl`	Unsupervised Information Obfuscation for Split Inference of Neural Networks. CoRR Mohammad Samragh, Hossein Hosseini, Aleksei Triastcyn, Kambiz Azarian, Joseph Soriaga, Farinaz Koushanfar
2020	A*	`conf`	Bayesian Differential Privacy for Machine Learning. ICML Aleksei Triastcyn, Boi Faltings
2020	—	`—`	Data-Aware Privacy-Preserving Machine Learning. Aleksei Triastcyn
2020	J	`jnl`	Differential Privacy Meets Maximum-weight Matching. CoRR Panayiotis Danassis, Aleksei Triastcyn, Boi Faltings
2020	J	`jnl`	Federated Generative Privacy. IEEE Intell. Syst. Aleksei Triastcyn, Boi Faltings
2020	J	`jnl`	Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees. CoRR Aleksei Triastcyn, Boi Faltings
2019	J	`jnl`	Federated Generative Privacy. CoRR Aleksei Triastcyn, Boi Faltings
2019	—	`conf`	Federated Learning with Bayesian Differential Privacy. IEEE BigData Aleksei Triastcyn, Boi Faltings
2019	J	`jnl`	Federated Learning with Bayesian Differential Privacy. CoRR Aleksei Triastcyn, Boi Faltings
2019	J	`jnl`	Improved Accounting for Differentially Private Learning. CoRR Aleksei Triastcyn, Boi Faltings
2018	J	`jnl`	Generating Differentially Private Datasets Using GANs. CoRR Aleksei Triastcyn, Boi Faltings
2012	—	`conf`	MediaEval 2012 Visual Privacy Task: Applying Transform-domain Scrambling to Automatically Detected Faces. MediaEval Pavel Korshunov, Aleksei Triastcyn, Touradj Ebrahimi